internet
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
Large language models (LMs) often struggle to generate diverse, human-like creative content, raising concerns about the long-term homogenization of human thought through repeated exposure to similar outputs. Yet scalable methods for evaluating LM output diversity remain limited, especially beyond narrow tasks such as random number or name generation, or beyond repeated sampling from a single model. To address this gap, we introduce INFINITY-CHAT, a largescale dataset of 26K diverse, real-world, open-ended user queries that admit a wide range of plausible answers with no single ground truth. We introduce the first comprehensive taxonomy for characterizing the full spectrum of open-ended prompts posed to LMs, comprising 6 top-level categories (e.g., creative content generation, brainstorm & ideation) that further breaks down to 17 subcategories.
Stop the Nonconsensual Use of Nude Images in Research
In order to train, test, and evaluate nudity detection models, machine learning researchers typically rely on nude images scraped from the Internet. Our research finds that this content is collected and, in some cases, subsequently distributed by researchers without consent, leading to potential misuse and exacerbating harm against the subjects depicted. This position paper argues that the distribution of nonconsensually collected nude images by researchers perpetuates imagebased sexual abuse and that the machine learning community should stop the nonconsensual use of nude images in research. To characterize the scope and nature of this problem, we conducted a systematic review of papers published in computing venues that collect and use nude images. Our results paint a grim reality: norms around the usage of nude images are sparse, leading to a litany of problematic practices like distributing and publishing nude images with uncensored faces, and intentionally collecting and sharing abusive content. We conclude with a call-to-action for publishing venues and a vision for research in nudity detection that balances user agency with concrete research objectives.
Assume You Will Be Hacked
AI is enabling a deluge of cyberattacks the likes of which we've never seen before. Late last month, I began to consider withdrawing some money from my savings account to buy gold. It's the first time I've ever thought about panic-buying. For all of the firewalls and two-factor-authentication codes, the safety of the internet is starting to falter. Hackers are gaining the upper hand over organizations around the world--hospitals, energy grids, government agencies, and, yes, banks.
'Have I been influenced, or is this actually me?' How personal taste fell out of fashion
'Have I been influenced, or is this actually me?' How personal taste fell out of fashion Our favourite music, clothes and books used to be markers of individuality - but the algorithm has made us all sheep. What music, films, clothes, art, books - anything, really - do you actually like? Do you find these questions more difficult to answer than you would have done 10 years ago? It has become impossible to ignore: personal taste has been seriously debased - if not completely destroyed - by technological advancement. We know the internet has radically altered the way we form our opinions and beliefs. Now we're waking up to another sobering truth: it has wrecked our capacity to form our own preferences. It used to go something like this. We experienced the outside world - including arts, culture and fashion - via a combination of community, geography, mass and specialist media, and serendipitous accidents.
The Download: soccer's data renaissance and China's big nuclear plans
Plus: Autonomous drones may have killed soldiers for the first time. Imagine tuning in to the opening kickoff of a World Cup match and seeing a player intentionally kick the ball out of bounds. You may question the logic of surrendering possession seconds into a game. If you were Jesse Davis, though, you'd know that this play could be a prime setup to score. Davis is a professor of computer science at KU Leuven in Belgium and head of its Sports Analytics Lab, which has been at the vanguard of a data awakening in soccer. Using AI and data analytics, his team has uncovered hidden tactical patterns and challenged long-held assumptions about how the game should be played.
The Feeling of Control Slipping Away
AI is causing a crisis of agency. Back in the web-traffic-obsessed days of 2018, at a time of dawning awareness of how easily audiences online could be manipulated and spoofed by bots, the writer Max Read argued that the internet had crossed a threshold known as "the Inversion." Not only had bots proliferated across the internet; they had come to constitute it. In outnumbering humans, bots were also loosening everyone's grasp on the very reality of online experience. "What's gone from the internet, after all, isn't'truth,' but trust: the sense that the people and things we encounter are what they represent themselves to be," Read wrote.
We Asked the 'Future of Truth' Author to Explain How He Used AI. It Didn't Go Well
We Asked the Author to Explain How He Used AI. A book about how AI shapes perceptions of reality came under fire for using AI-generated quotes. Its problems go beyond that. Earlier this month, WIRED published an excerpt from Steve Rosenbaum's buzzy new book,, which looks at how artificial intelligence warps people's sense of reality. Shortly thereafter, The New York Times reported that the book contained over a half-dozen made-up or misattributed quotes.
The Download: coding's future, the 'Steroid Olympics,' and AI-driven science
Plus: Trump has postponed an AI order due to overregulation fears. Anthropic's Code with Claude showed off coding's future--whether you like it or not At Anthropic's developer event in London this week, Code with Claude, attendees were asked if they'd shipped code written entirely by Claude. Almost half the room raised their hands. Many admitted they hadn't even read the code before pushing it live. As tools like Claude Code get better, more and more developers are happy to hand their work off to AI. Anthropic says it wants to push automation as far as it will go. But not everyone is convinced that's the right approach.
Bored.com is back, and it feels like the Internet remembered how to be weird
When you purchase through links in our articles, we may earn a small commission. Bored.com is back, and it feels like the Internet remembered how to be weird Bored.com Back in the Flash era, it was packed with browser games, weird quizzes, and random internet junk you'd spend hours perusing. Then Flash died, most of those old sites faded away, and Bored.com It just reinvented itself into something even better: A user-curated collection of the best online time-killers.
The shock of seeing your body used in deepfake porn
Adult content creators are having their performances used without consent. This is just one way that AI now threatens their rights and livelihoods. When Jennifer got a job doing research for a nonprofit in 2023, she ran her new professional headshot through a facial recognition program. She wanted to see if the tech would pull up the porn videos she'd made more than 10 years before, when she was in her early 20s. It did in fact return some of that content, and also something alarming that she'd never seen before: one of her old videos, but with someone else's face on her body. "At first, I thought it was just a different person," says Jennifer, who is being identified by a pseudonym to protect her privacy. But then she recognized a distinctly garish background from a video she'd shot around 2013, and she realized: "Somebody used me in a deepfake."